class_docstr: The ``DefaultAdapter`` is an :class:`~flash.core.adapter.Adapter`.
class_docstr_tok: ["The","``","DefaultAdapter","``","is","an",":","class",":","`","~flash.core.adapter.Adapter","`","."]
code: def predict_step(
      self, batch: Any, batch_idx: int, dataloader_idx: int = 0
  ) -> Any:
      batch[DataKeys.PREDS] = Task.predict_step(
          self._task,
          (batch[DataKeys.INPUT]),
          batch_idx,
          dataloader_idx=dataloader_idx,
      )
      return batch
  
file_path: lightning-flash/src/flash/image/embedding/strategies/default.py
imports: import warnings
  from typing import Any, Optional
  from torch import nn
  from flash.core.adapter import Adapter, AdapterTask
  from flash.core.data.io.input import DataKeys
  from flash.core.model import Task
  from flash.core.registry import FlashRegistry
  from flash.core.utilities.url_error import catch_url_error
label_desc: Use image node_id 6 for calling the DefaultAdapter obj's underlying member method code with example usage: obj.predict_step(batch, batch_idx, dataloader_idx) and returns: batch